Gregor Bachmann
Gregor Bachmann has 2 papers in our library, in 2024–2025, most of them on Tokenization & segmentation; often with Tiago Pimentel.
OpenAlex · ORCID · h-index 17 · 162 works · 962 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 41 times in our library · ⭐ Paper Stars ranking: #9937
Affiliations
🎓ETH ZurichZurich ·
Switzerland1976–2025 · 17 papers🎓Justus-Liebig-Universität GießenGiessen ·
Germany1993–2011 · 17 papers🎓University of CologneCologne ·
Germany1996–2001 · 8 papers🏥Kerckhoff KlinikBad Nauheim ·
Germany2001–2011 · 6 papers🏥University Hospital of North NorwayTromsø ·
Norway2002–2004 · 6 papers🏥Klinik und Poliklinik für Hals-, Nasen-, OhrenheilkundeCologne ·
Germany1996–2001 · 6 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Tokenization & segmentation · 1 work
Works by year
2020s
Papers
- The pitfalls of next-token prediction (2024 · 39 citations)
The authors test whether a model trained only to predict the next token can solve tasks where the answer has to be planned in advance. - Tokenisation is NP-Complete (2025 · 4 citations)
Popular subword tokenisers such as BPE and UnigramLM rely on greedy or heuristic training. They are therefore not guaranteed to reach the best value of the objective they target. This paper asks whether an optimal tokeniser can be found efficiently when the objective is compression, meaning the tokenised dataset…
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